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What Is the Effect of Oil and Gas Markets (Spot/Futures) on Herding in BRICS? Recent Evidence (2007–2022)

Author

Listed:
  • Hang Zhang

    (School of Business & Management, Royal Holloway, Egham TW20 0EX, UK)

  • Evangelos Giouvris

    (School of Business & Management, Royal Holloway, Egham TW20 0EX, UK)

Abstract

We investigate the effect of gas/oil markets (spot/futures) on herding in stock markets in BRICS over 15 years (2007–2022). We consider the effect(s) of crises (Global financial, European debt, COVID-19, and Russia–Ukraine war), bull/bearish energy markets, volatility, and speculation. The effect of gas and oil markets on herding in stock markets is minimal, and investors herd selectively during crises. Even during the ongoing Russia–Ukraine war, the effect of energy markets on herding in BRICS is minimal. Causality tests show that oil (spot/futures) Granger causes CSAD during COVID-19 only. Gas (spot/futures) has no effect. We also find that energy (spot/futures) market states (bearish/bullish) have no effect on herding in stock markets. Low volatility in energy markets can trigger herding (consistent with previous research in US, China) in all BRICS. Speculative activities during (non)crises appear to have minimal impact on herding. However, as the degree of intensity (volatility) in speculative activities increases in oil/gas, it causes herding in all countries (India is affected mostly), except Brazil. It is not the speculation activity per se in (non)crises that causes herding, but the intensity/volatility in speculation activity. Overall, oil/gas markets (especially gas markets) appear to have a smaller impact on herding than expected, contrary to public belief; however, as the intensity/volatility in speculative activities increases, then herding also increases, which is expected given the uncertainty that speculation causes.

Suggested Citation

  • Hang Zhang & Evangelos Giouvris, 2023. "What Is the Effect of Oil and Gas Markets (Spot/Futures) on Herding in BRICS? Recent Evidence (2007–2022)," JRFM, MDPI, vol. 16(11), pages 1-41, October.
    • Handle: RePEc:gam:jjrfmx:v:16:y:2023:i:11:p:466-:d:1268515
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    References listed on IDEAS

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    1. Ferreira, Paulo & Pereira, Éder & Silva, Marcus, 2020. "The relationship between oil prices and the Brazilian stock market," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 545(C).
    2. Baddeley, M. & Burke, C. & Schultz, W. & Tobler, P., 2012. "Herding in Financial Behaviour: A Behavioural and Neuroeconomic Analysis of Individual Differences," Cambridge Working Papers in Economics 1225, Faculty of Economics, University of Cambridge.
    3. Axel A. Araneda, 2021. "Asset volatility forecasting:The optimal decay parameter in the EWMA model," Papers 2105.14382, arXiv.org.
    4. Fenghua Wen & Jihong Xiao & Xiaohua Xia & Bin Chen & Zhengyan Xiao & Jinyi Li, 2019. "Oil Prices and Chinese Stock Market: Nonlinear Causality and Volatility Persistence," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 55(6), pages 1247-1263, May.
    5. Acaravci, Ali & Ozturk, Ilhan & Kandir, Serkan Yilmaz, 2012. "Natural gas prices and stock prices: Evidence from EU-15 countries," Economic Modelling, Elsevier, vol. 29(5), pages 1646-1654.
    6. Shigeki Ono, 2011. "Oil Price Shocks and Stock Markets in BRICs," European Journal of Comparative Economics, Cattaneo University (LIUC), vol. 8(1), pages 29-45, June.
    7. Balcilar, Mehmet & Demirer, Rıza & Hammoudeh, Shawkat, 2014. "What drives herding in oil-rich, developing stock markets? Relative roles of own volatility and global factors," The North American Journal of Economics and Finance, Elsevier, vol. 29(C), pages 418-440.
    8. Jones, Charles M & Kaul, Gautam, 1996. "Oil and the Stock Markets," Journal of Finance, American Finance Association, vol. 51(2), pages 463-491, June.
    9. Fan Fei & Jianing Zhang, 2023. "Chinese stock market volatility and herding behavior asymmetry during the COVID-19 pandemic," Cogent Economics & Finance, Taylor & Francis Journals, vol. 11(1), pages 2203436-220, December.
    10. Kazeem Abimbola Sanusi & Forget Mingiri Kapingura, 2022. "On the relationship between oil price, exchange rate and stock market performance in South Africa: Further evidence from time-varying and regime switching approaches," Cogent Economics & Finance, Taylor & Francis Journals, vol. 10(1), pages 2106629-210, December.
    11. Carlos Pinho & Isabel Maldonado, 2022. "Commodity and Equity Markets: Volatility and Return Spillovers," Commodities, MDPI, vol. 1(1), pages 1-16, July.
    12. Chan, Leo H. & Nguyen, Chi M. & Chan, Kam C., 2015. "A new approach to measure speculation in the oil futures market and some policy implications," Energy Policy, Elsevier, vol. 86(C), pages 133-141.
    13. Meysam Azizi Kouchaksaraei & Hamed Movahedizadeh & Hoda Mohammadalikhani, 2016. "Determinant of the Relationship between Natural Gas Prices and Leading Natural Gas Countries¡¯ Stock Exchange," International Journal of Economics and Finance, Canadian Center of Science and Education, vol. 8(4), pages 246-253, April.
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